{"id":"W4296312495","doi":"10.3390/brainsci12091260","title":"Enhanced Short-Term Memory Function in Older Adults with Dementia Following Music-Feedback Physical Training: A Pilot Study","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Music Therapy and Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Dementia; Mood; Context (archaeology); Psychology; Cognition; Cognitive training; Population; Physical medicine and rehabilitation; Clinical psychology; Physical therapy; Gerontology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001515492,0.0001579979,0.00024454,0.0001851792,0.0006064776,0.00004197305,0.000361522,0.00001692656,0.002239654],"category_scores_gemma":[0.00001195339,0.0001320429,0.00004762645,0.0008606623,0.0001369956,0.0001683906,0.00006866323,0.000255067,0.00001425104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004381137,"about_ca_system_score_gemma":0.0001358134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002375042,"about_ca_topic_score_gemma":0.001160885,"domain_scores_codex":[0.9975895,0.0004220705,0.0002531355,0.000686858,0.0005611365,0.0004872685],"domain_scores_gemma":[0.9994041,0.0001809115,0.00008396725,0.0002397683,0.00001304949,0.00007818363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003322938,0.008864101,0.0573653,0.0000294455,0.0002578627,0.0001340857,0.7784574,0.0003184248,0.006467102,0.001869099,0.002202485,0.1407118],"study_design_scores_gemma":[0.005111432,0.01544556,0.7582331,0.00004232272,0.00004082269,0.00001058133,0.220101,0.0001685053,0.00003689285,0.0002144161,0.0002247918,0.0003705889],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904612,0.00006347128,0.0002294478,0.0003662233,0.001161574,0.0008881839,0.000002369093,0.00006019025,0.006767291],"genre_scores_gemma":[0.9978405,3.291943e-7,0.0000413598,0.001265037,0.0001836747,0.0003855791,0.000003349054,0.00001401808,0.0002662053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7008678,"threshold_uncertainty_score":0.9986724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0792042306237961,"score_gpt":0.3514214682804605,"score_spread":0.2722172376566644,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}